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Using a Material Library to Understand the Impacts of Raw Material Properties on Ribbon Quality in Roll Compaction
The purpose of this study is to use a material library to investigate the effect of raw material properties on ribbon tensile strength (TS) and solid fraction (SF) in the roll compaction (RC) process. A total of 81 pharmaceutical materials, including 53 excipients and 28 natural product powders (NPP...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6956229/ https://www.ncbi.nlm.nih.gov/pubmed/31817930 http://dx.doi.org/10.3390/pharmaceutics11120662 |
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author | Yu, Jiaqi Xu, Bing Zhang, Kunfeng Shi, Chenfeng Zhang, Zhiqiang Fu, Jing Qiao, Yanjiang |
author_facet | Yu, Jiaqi Xu, Bing Zhang, Kunfeng Shi, Chenfeng Zhang, Zhiqiang Fu, Jing Qiao, Yanjiang |
author_sort | Yu, Jiaqi |
collection | PubMed |
description | The purpose of this study is to use a material library to investigate the effect of raw material properties on ribbon tensile strength (TS) and solid fraction (SF) in the roll compaction (RC) process. A total of 81 pharmaceutical materials, including 53 excipients and 28 natural product powders (NPPs), were characterized by 22 material descriptors and were compacted under five different hydraulic pressures. The transversal and longitudinal splitting behaviors of the ribbons were summarized. The TS-porosity and TS-pressure relationships were used to explain the roll compaction behavior of powdered materials. Through defining the target ribbon quality (i.e., 0.6 ≤ SF ≤ 0.8 and TS ≥ 1 MPa), the roll compaction behavior classification system (RCBCS) was built and 81 materials were classified into three categories. A total of 24 excipients and five NPPs were classified as Category I materials, which fulfilled the target ribbon quality and had less occurrence of transversal splitting. Moreover, the multivariate relationships between raw material descriptors, the hydraulic pressure and ribbon quality attributes were obtained by PLS regression. Four density-related material descriptors and the cohesion index were identified as critical material attributes (CMAs). The multi-objective design space summarizing the feasible material properties and operational region for the RC process were visualized. The RCBCS presented in this paper enables a formulator to perform the initial risk assessment of any new materials, and the data modeling method helps to predict the impact of formulation ingredients on strength and porosity of compacts. |
format | Online Article Text |
id | pubmed-6956229 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-69562292020-01-23 Using a Material Library to Understand the Impacts of Raw Material Properties on Ribbon Quality in Roll Compaction Yu, Jiaqi Xu, Bing Zhang, Kunfeng Shi, Chenfeng Zhang, Zhiqiang Fu, Jing Qiao, Yanjiang Pharmaceutics Article The purpose of this study is to use a material library to investigate the effect of raw material properties on ribbon tensile strength (TS) and solid fraction (SF) in the roll compaction (RC) process. A total of 81 pharmaceutical materials, including 53 excipients and 28 natural product powders (NPPs), were characterized by 22 material descriptors and were compacted under five different hydraulic pressures. The transversal and longitudinal splitting behaviors of the ribbons were summarized. The TS-porosity and TS-pressure relationships were used to explain the roll compaction behavior of powdered materials. Through defining the target ribbon quality (i.e., 0.6 ≤ SF ≤ 0.8 and TS ≥ 1 MPa), the roll compaction behavior classification system (RCBCS) was built and 81 materials were classified into three categories. A total of 24 excipients and five NPPs were classified as Category I materials, which fulfilled the target ribbon quality and had less occurrence of transversal splitting. Moreover, the multivariate relationships between raw material descriptors, the hydraulic pressure and ribbon quality attributes were obtained by PLS regression. Four density-related material descriptors and the cohesion index were identified as critical material attributes (CMAs). The multi-objective design space summarizing the feasible material properties and operational region for the RC process were visualized. The RCBCS presented in this paper enables a formulator to perform the initial risk assessment of any new materials, and the data modeling method helps to predict the impact of formulation ingredients on strength and porosity of compacts. MDPI 2019-12-07 /pmc/articles/PMC6956229/ /pubmed/31817930 http://dx.doi.org/10.3390/pharmaceutics11120662 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Yu, Jiaqi Xu, Bing Zhang, Kunfeng Shi, Chenfeng Zhang, Zhiqiang Fu, Jing Qiao, Yanjiang Using a Material Library to Understand the Impacts of Raw Material Properties on Ribbon Quality in Roll Compaction |
title | Using a Material Library to Understand the Impacts of Raw Material Properties on Ribbon Quality in Roll Compaction |
title_full | Using a Material Library to Understand the Impacts of Raw Material Properties on Ribbon Quality in Roll Compaction |
title_fullStr | Using a Material Library to Understand the Impacts of Raw Material Properties on Ribbon Quality in Roll Compaction |
title_full_unstemmed | Using a Material Library to Understand the Impacts of Raw Material Properties on Ribbon Quality in Roll Compaction |
title_short | Using a Material Library to Understand the Impacts of Raw Material Properties on Ribbon Quality in Roll Compaction |
title_sort | using a material library to understand the impacts of raw material properties on ribbon quality in roll compaction |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6956229/ https://www.ncbi.nlm.nih.gov/pubmed/31817930 http://dx.doi.org/10.3390/pharmaceutics11120662 |
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